Update README.md

README.md

@@ -38,37 +38,37 @@ Dynamic quantization:
 
 ## Experimental from f16
 
-| Filename | Quant type | File Size | Description | Example Image / L2 Loss Step 25 |
+| Filename | Quant type | File Size | Description / L2 Loss Step 25 | Example Image |
 | -------- | ---------- | --------- | ----------- | ------------- |
-| [flux1-dev-IQ1_S.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ1_S.gguf) | IQ1_S | 2.41GB | worst quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ1_S_512_25_woman.png) / 173 |
+| [flux1-dev-IQ1_S.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ1_S.gguf) | IQ1_S | 2.41GB | worst quality  / 173 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ1_S_512_25_woman.png) |
 | [flux1-dev-TQ1_0.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-TQ1_0.gguf) | TQ1_0 | 2.64GB | TBC | - |
-| [flux1-dev-IQ1_M.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ1_M.gguf) | IQ1_M | 2.72GB | worst quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ1_M_512_25_woman.png) / 171 |
-| [flux1-dev-IQ2_XXS.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ2_XXS.gguf) | IQ2_XXS | 3.10GB | worst quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ2_XXS_512_25_woman.png) / 126 |
+| [flux1-dev-IQ1_M.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ1_M.gguf) | IQ1_M | 2.72GB | worst quality / 171 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ1_M_512_25_woman.png) |
+| [flux1-dev-IQ2_XXS.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ2_XXS.gguf) | IQ2_XXS | 3.10GB | worst quality / 126 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ2_XXS_512_25_woman.png) |
 | [flux1-dev-TQ2_0.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-TQ2_0.gguf) | TQ2_0 | 3.12GB | TBC | - |
-| [flux1-dev-IQ2_XS.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ2_XS.gguf) | IQ2_XS | 3.48GB | worst quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ2_XS_512_25_woman.png) / 140 |
-| [flux1-dev-IQ2_S.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ2_S.gguf) | IQ2_S | 3.51GB | worst quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ2_S_512_25_woman.png) / 142 |
-| [flux1-dev-IQ2_M.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ2_M.gguf) | IQ2_M | 3.84GB | bad quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ2_M_512_25_woman.png) / 120 |
-| [flux1-dev-Q2_K_S.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q2_K_S.gguf) | Q2_K_S | 4.00GB | ok | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q2_K_S_512_25_woman.png) / 52 |
-| [flux1-dev-Q2_K.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q2_K.gguf) | Q2_K | 4.03GB | ok | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q2_K_512_25_woman.png) / 55 |
-| [flux1-dev-IQ3_XXS.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ3_XXS.gguf) | IQ3_XXS | 4.56GB | ok | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ3_XXS_512_25_woman.png) / 92 |
-| [flux1-dev-IQ3_XS.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ3_XS.gguf) | IQ3_XS | 5.05GB | ok | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ3_XS_512_25_woman.png) / 125 |
-| [flux1-dev-Q3_K_S.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q3_K_S.gguf) | Q3_K_S | 5.10GB | ok | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q3_K_S_512_25_woman.png) / 48 |
-| [flux1-dev-IQ3_S.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ3_S.gguf) | IQ3_S | 5.11GB | bad quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ3_S_512_25_woman.png) / 123 |
-| [flux1-dev-Q3_K_M.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q3_K_M.gguf) | Q3_K_M | 5.13GB | ok | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q3_K_M_512_25_woman.png) / 50 |
-| [flux1-dev-IQ3_M.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ3_M.gguf) | IQ3_M | 5.14GB | bad quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ3_M_512_25_woman.png) / 123 |
-| [flux1-dev-Q3_K_L.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q3_K_L.gguf) | Q3_K_L | 5.17GB | ok | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q3_K_L_512_25_woman.png) / 61 |
-| [flux1-dev-IQ4_XS.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ4_XS.gguf) | IQ4_XS | 6.33GB | good quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ4_XS_512_25_woman.png) / 33 |
-| [flux1-dev-Q4_K_S.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q4_K_S.gguf) | Q4_K_S | 6.66GB | good quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q4_K_S_512_25_woman.png) / 22 |
-| [flux1-dev-Q4_K_M.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q4_K_M.gguf) | Q4_K_M | 6.69GB | good quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q4_K_M_512_25_woman.png) / 21 |
-| [flux1-dev-IQ4_NL.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ4_NL.gguf) | IQ4_NL | 6.69GB | good quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ4_NL_512_25_woman.png) / 24 |
-| [flux1-dev-Q4_0.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q4_0.gguf) | Q4_0 | 6.81GB | good quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q4_0_512_25_woman.png) / 30 |
-| [flux1-dev-Q4_1.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q4_1.gguf) | Q4_1 | 7.55GB | good quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q4_1_512_25_woman.png) / 27 |
-| [flux1-dev-Q5_K_S.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q5_K_S.gguf) | Q5_K_S | 8.26GB | nice quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q5_K_S_512_25_woman.png) / 21 |
-| [flux1-dev-Q5_0.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q5_0.gguf) | Q5_0 | 8.27GB | good quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q5_0_512_25_woman.png) / 30 |
-| [flux1-dev-Q5_K_M.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q5_K_M.gguf) | Q5_K_M | 8.30GB | nice quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q5_K_M_512_25_woman.png) / 23 |
-| [flux1-dev-Q5_1.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q5_1.gguf) | Q5_1 | 8.99GB | nice quality | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q5_1_512_25_woman.png) / 23 |
-| [flux1-dev-Q6_K.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q6_K.gguf) | Q6_K | 9.80GB | nice quality, FFF8 8888 8666 .. 6666 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q6_K_512_25_woman.png) / 20 |
-| [flux1-dev-Q8_0.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q8_0.gguf) | Q8_0 | 12.3GB | near perfect, FFF8 8888 .. 8888 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q8_0_512_25_woman.png) / 8 |
+| [flux1-dev-IQ2_XS.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ2_XS.gguf) | IQ2_XS | 3.48GB | worst quality / 140 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ2_XS_512_25_woman.png) |
+| [flux1-dev-IQ2_S.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ2_S.gguf) | IQ2_S | 3.51GB | worst quality / 142 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ2_S_512_25_woman.png) |
+| [flux1-dev-IQ2_M.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ2_M.gguf) | IQ2_M | 3.84GB | bad quality / 120 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ2_M_512_25_woman.png) |
+| [flux1-dev-Q2_K_S.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q2_K_S.gguf) | Q2_K_S | 4.00GB | ok / 52 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q2_K_S_512_25_woman.png) |
+| [flux1-dev-Q2_K.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q2_K.gguf) | Q2_K | 4.03GB | ok / 55 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q2_K_512_25_woman.png) |
+| [flux1-dev-IQ3_XXS.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ3_XXS.gguf) | IQ3_XXS | 4.56GB | ok / 92 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ3_XXS_512_25_woman.png) |
+| [flux1-dev-IQ3_XS.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ3_XS.gguf) | IQ3_XS | 5.05GB | bad quality / 125 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ3_XS_512_25_woman.png) |
+| [flux1-dev-Q3_K_S.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q3_K_S.gguf) | Q3_K_S | 5.10GB | ok / 48 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q3_K_S_512_25_woman.png) |
+| [flux1-dev-IQ3_S.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ3_S.gguf) | IQ3_S | 5.11GB | bad quality / 123 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ3_S_512_25_woman.png) |
+| [flux1-dev-Q3_K_M.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q3_K_M.gguf) | Q3_K_M | 5.13GB | ok / 50 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q3_K_M_512_25_woman.png) |
+| [flux1-dev-IQ3_M.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ3_M.gguf) | IQ3_M | 5.14GB | bad quality / 123 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ3_M_512_25_woman.png) |
+| [flux1-dev-Q3_K_L.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q3_K_L.gguf) | Q3_K_L | 5.17GB | ok / 61 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q3_K_L_512_25_woman.png) |
+| [flux1-dev-IQ4_XS.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ4_XS.gguf) | IQ4_XS | 6.33GB | good quality / 33 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ4_XS_512_25_woman.png) |
+| [flux1-dev-Q4_K_S.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q4_K_S.gguf) | Q4_K_S | 6.66GB | good quality / 22 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q4_K_S_512_25_woman.png) |
+| [flux1-dev-Q4_K_M.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q4_K_M.gguf) | Q4_K_M | 6.69GB | good quality / 21 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q4_K_M_512_25_woman.png) |
+| [flux1-dev-IQ4_NL.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-IQ4_NL.gguf) | IQ4_NL | 6.69GB | good quality / 24 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_IQ4_NL_512_25_woman.png) |
+| [flux1-dev-Q4_0.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q4_0.gguf) | Q4_0 | 6.81GB | good quality / 30 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q4_0_512_25_woman.png) |
+| [flux1-dev-Q4_1.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q4_1.gguf) | Q4_1 | 7.55GB | good quality / 27 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q4_1_512_25_woman.png) |
+| [flux1-dev-Q5_K_S.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q5_K_S.gguf) | Q5_K_S | 8.26GB | nice quality / 21 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q5_K_S_512_25_woman.png) |
+| [flux1-dev-Q5_0.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q5_0.gguf) | Q5_0 | 8.27GB | good quality / 30 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q5_0_512_25_woman.png) |
+| [flux1-dev-Q5_K_M.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q5_K_M.gguf) | Q5_K_M | 8.30GB | nice quality / 23 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q5_K_M_512_25_woman.png) |
+| [flux1-dev-Q5_1.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q5_1.gguf) | Q5_1 | 8.99GB | nice quality / 23 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q5_1_512_25_woman.png) |
+| [flux1-dev-Q6_K.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q6_K.gguf) | Q6_K | 9.80GB | nice quality, FFF8 8888 8666 .. 6666 / 20 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q6_K_512_25_woman.png) |
+| [flux1-dev-Q8_0.gguf](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/flux1-dev-Q8_0.gguf) | Q8_0 | 12.3GB | near perfect, FFF8 8888 .. 8888 / 8 | [Example](https://huggingface.co/Eviation/flux-imatrix/blob/main/experimental-from-f16-caesar/images/output_test_caesar_Q8_0_512_25_woman.png) |
 
 # Bravo
 Combined imatrix multiple images 512x512 25 and 50 steps [city96/flux1-dev-Q8_0](https://huggingface.co/city96/FLUX.1-dev-gguf/blob/main/flux1-dev-Q8_0.gguf) euler